Table 6.

Classification result with lung cancer II data.

S. no.	Classifier	Method	Mean accuracy	Variance
1.	SVM	SVM	76.21	0.074
2.	PCA + SVM	75.23	0.081
3.	ICA + SVM	80.12	0.091
4.	PCA + FBFE + SVM	85.21	0.062
5.	ICA + FBFE + SVM	91.23	0.024
1.	NB	PCA + NB	80.54	0.061
2.	ICA +  NB	86.52	0.082
3.	PCA + FBFE + NB	91.32	0.034
4.	ICA + FBFE + NB	95.42	0.011